AI ACCELERATION — VIRTUAL STAGING FILE NAMES

Use:
[listing]-[room]-[view]-[state]-[revision].[ext]

Examples:
123-main-livingroom-north-original.jpg
123-main-livingroom-north-staged-r01.png
123-main-livingroom-north-staged-approved.png
123-main-livingroom-north-disclosure.txt

Keep original and staged files in the same room folder. Never overwrite the original. Put the rendering tool, date, reviewer, and disclosure text in a short README or job note.